Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-30 1607.101585 1757.642392 1910.886412 2078.273653 2255.679266 2437.822895 2638.685184
2025-04-06 1357.409680 1579.005191 1813.983951 2080.572747 2373.486383 2684.414749 3038.297933
2025-04-13 1153.407690 1409.111834 1689.057631 2015.941556 2384.791306 2785.831303 3252.522212
2025-04-20 1077.554842 1368.094310 1694.146953 2083.264866 2531.094937 3026.587903 3612.433998
2025-04-27 999.506885 1314.936189 1677.015736 2117.665622 2633.712068 3213.413157 3908.230660
2025-05-04 914.380328 1245.441087 1633.856696 2115.419978 2688.638629 3341.643613 4134.112247
2025-05-11 834.123289 1175.303354 1584.132647 2100.034130 2723.566989 3443.152045 4326.415252
2025-05-18 778.144317 1130.858879 1561.646945 2113.861816 2790.280883 3579.725604 4558.264773
2025-05-25 716.842571 1075.286007 1521.622917 2102.822111 2824.220068 3675.461415 4740.645846
2025-06-01 677.360602 1045.223539 1511.205182 2126.362018 2898.675768 3818.601069 4979.024221
2025-06-08 624.218299 993.582464 1470.260799 2108.860758 2920.374189 3896.585832 5138.382282
2025-06-15 603.526244 984.423199 1483.189041 2159.004347 3025.790580 4076.324447 5421.124247
2025-06-22 568.222180 953.710650 1467.077728 2171.783390 3085.167331 4201.551921 5640.786615
2025-06-29 531.549740 918.969472 1443.924934 2174.104334 3130.537040 4309.396386 5839.840094
2025-07-06 473.527188 849.820347 1370.853110 2107.441127 3084.735522 4301.578670 5894.630575
2025-07-13 466.281319 854.915800 1399.688163 2176.881602 3215.429433 4515.783870 6226.000986
2025-07-20 448.470960 842.958763 1403.828629 2212.356208 3301.548958 4673.934465 6488.215260
2025-07-27 420.049321 813.050898 1381.156247 2210.040625 3337.074610 4767.382812 6669.331925
2025-08-03 389.625674 778.142420 1349.699412 2194.174996 3353.491804 4835.670775 6818.408624
2025-08-10 369.989023 759.198267 1340.443635 2208.433923 3409.685519 4954.966433 7032.397132
2025-08-17 344.606575 729.347774 1313.793339 2197.049994 3430.442098 5027.899597 7187.217278
2025-08-24 330.303109 716.996376 1312.576293 2221.323234 3499.397777 5163.657447 7422.950632
2025-08-31 306.182124 686.520593 1282.666734 2203.276996 3509.589268 5221.983704 7558.947861